Software Development AI Skills

Configure optional customer-owned Application Insights telemetry for a Power Apps mobile app — enable it against an existing Azure resource, change the resource, or disable it. Standalone, and invoked…

Classify a proposed AI use case against your registry — approved, conditional, or not approved — and produce required conditions and next steps. Flags cross-plugin handoffs to privacy or product…

Use when the user wants to enable offline mode for a Power Apps mobile app and create a Mobile Offline Profile in Dataverse — designs per-table row scope, relationships, columns, and sync frequency…

Incremental audio production with duration mismatch handling, adaptive stem extension, and pre-mix alignment verification

Incremental audio production with duration alignment handling, per-stem verification, and adaptive extension strategies

Step-by-step audio production with per-stem verification, timing alignment, and incremental quality gates

End-to-end audio production workflow with stems, effects, archiving, and verification

Statically audit a built `.ppmplugin` before wrap testing. Checks archive layout, manifest compatibility, bundle consistency, Android DEX integrity and SDK leakage, iOS framework structure, native…

Handle cascading data retrieval tool failures by falling back to embedded knowledge generation

Compile a PAM control's Android Kotlin module into the runtime-loadable DEX for a `.ppmplugin`. Creates a staged Gradle build with the pinned wrapper and `react-android` compile dependency, verifies…

Fallback pattern for executing Python code when execute_code_sandbox fails

Fallback workflow for executing Python code when execute_code_sandbox fails repeatedly

Drafts board or committee meeting minutes in your house format. Auto-detects upcoming board and committee meetings from your calendar, asks for the agenda and any slides or pre-read materials, and…

Debug Python code execution failures by capturing partial traces, isolating failing functions, and incrementally verifying outputs

Guided customization of your corporate practice profile — change one thing without re-running the whole cold-start interview. Adjust risk posture, escalation contacts, active modules (M&A / Board /…

Identify and handle pre-execution agent failures occurring before any iterations or tool usage

Iteratively debug Excel structure with exploratory scripts before writing extraction logic

Create Excel files with openpyxl by falling back to shell-based Python heredoc when sandbox execution fails

Create Excel files with openpyxl by falling back to run_shell with inline Python heredoc when execute_code_sandbox fails

Fallback from execute_code_sandbox to run_shell when e2b sandbox is unavailable

Fallback workflow for running code via file write and shell when sandbox execution fails

Use run_shell as fallback when execute_code_sandbox or shell_agent fail on filesystem operations

Reliable Python execution workflow when execute_code_sandbox or shell_agent fail

Two-step script execution workflow for debugging when shell_agent and execute_code_sandbox consistently fail

Use shell heredoc syntax as a workaround when write_file fails on complex TypeScript/JSX/code files with encoding or escaping issues

How the reference commerce agents of either role are structured, covering the loop, where each rule lives, skills, the backend interface, delegates, and model fields. Load when designing or reviewing…

Handle websites requiring JavaScript by using curl with browser headers and validating file types.

Build complex Excel files through staged, verifiable steps with intermediate CSV outputs for debugging

The reference agents' cache-stable request assembly, covering the static system and per-request context split, the fixed tool list, the rolling conversation breakpoint, which config fields are prompt…

The rules the reference agents enforce in code for third-party content, writes, grounding, identity, and memory, each with its module, plus two adversarial-eval rules. Load when handling untrusted…

The reference presentation-tool contract, covering server-side enrichment, suggestion chips, the event stream, progressive rendering, both roles' built-in components, and adding a vertical component.…

Transform unstructured clinical encounters into comprehensive SOAP notes with ICD codes and care plans